Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "112" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 249 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 230 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_32632/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.655530 | -0.881258 | 2.117320 | -0.274561 | 0.292776 | 1.166998 | 1.093762 | 0.038727 | 0.7192 | 0.7580 | 0.2842 | 12.324383 | 15.282477 |
| 2459593 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.680382 | -0.321276 | 0.671635 | 0.218171 | -0.859979 | 0.326321 | -0.683087 | -0.720710 | 0.6582 | 0.6530 | 0.2665 | 4.360012 | 4.998784 |
| 2459592 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.191946 | -0.817727 | -0.115247 | -0.565798 | -1.460525 | 0.286192 | -1.938057 | -0.088010 | 0.0290 | 0.0564 | 0.0026 | nan | nan |
| 2459591 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 355.601531 | 355.581627 | inf | inf | 81.963282 | 85.333323 | 980.811089 | 999.629463 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.209859 | -0.119386 | 1.146911 | -0.108680 | -0.653677 | 1.554135 | -0.679546 | -0.655514 | 0.6007 | 0.6115 | 0.3633 | 5.734759 | 6.228639 |
| 2459589 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.713187 | -0.390687 | 0.706385 | -0.535904 | 3.180225 | -0.728088 | 0.440200 | -0.140677 | 0.6218 | 0.6393 | 0.2971 | 4.393087 | 5.036847 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.015921 | -0.338765 | 1.061415 | 0.270103 | -0.185283 | 0.281199 | -0.041687 | 0.033015 | 0.6895 | 0.6764 | 0.2503 | 4.818045 | 4.972611 |
| 2459587 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 1.146947 | 0.080349 | 1.651861 | 0.910546 | 0.907842 | 1.875858 | 1.085468 | 1.614707 | nan | nan | nan | 3.937182 | 4.480134 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.051154 | -1.015142 | -0.593533 | -0.728354 | -0.645467 | 0.547963 | -0.290018 | -0.264742 | 0.5997 | 0.6153 | 0.3467 | 3.394413 | 3.521258 |
| 2459585 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.284525 | -0.524581 | -0.998589 | -0.826023 | -0.326822 | -0.787415 | -1.117063 | -0.180610 | 0.0312 | 0.0623 | 0.0028 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.871071 | -0.203483 | -0.084331 | 0.852539 | -0.724097 | -0.535569 | 0.304496 | -0.176535 | 0.5491 | 0.5630 | 0.3586 | 4.754516 | 4.080428 |
| 2459583 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.255470 | 0.196685 | -0.612669 | -0.141263 | -0.577518 | 0.512287 | 3.109563 | 0.933201 | 0.5978 | 0.6141 | 0.3786 | 3.951918 | 4.162466 |
| 2459582 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.921468 | 0.059253 | -0.249610 | 0.003515 | -0.397377 | 0.185689 | 1.967526 | 0.430511 | 0.6066 | 0.6198 | 0.3791 | 3.625030 | 3.730010 |
| 2459581 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.327287 | -0.329021 | -0.953229 | 0.292399 | -0.675991 | 0.038271 | -0.272767 | -0.696545 | 0.6060 | 0.6170 | 0.3848 | 3.679429 | 3.745521 |
| 2459580 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.252245 | -0.450820 | -0.184937 | 0.398505 | -1.296371 | -0.456646 | 0.432109 | -0.206014 | 0.6147 | 0.6271 | 0.3776 | 4.142113 | 4.220292 |
| 2459579 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.093699 | -0.148385 | -0.165455 | 0.434056 | -1.129549 | -0.312800 | -0.430682 | -0.422809 | 0.6110 | 0.6226 | 0.3834 | 4.928365 | 5.154355 |
| 2459578 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.328143 | 0.646187 | -0.813030 | -0.033467 | -1.335660 | 0.846767 | -0.787479 | -1.106193 | 0.0297 | 0.0576 | 0.0039 | nan | nan |
| 2459577 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.557602 | -0.219929 | -0.848849 | 0.242320 | -1.116287 | -0.260293 | -0.391770 | -0.838920 | 0.6067 | 0.6191 | 0.3805 | 4.273567 | 4.337134 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.371725 | -0.238642 | -0.694177 | -0.048161 | -0.853849 | -0.323646 | -0.305657 | -0.731153 | 0.6322 | 0.6468 | 0.3835 | 4.402860 | 4.778720 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.153181 | -0.445862 | -0.697399 | -0.338181 | 0.010738 | 0.461695 | -0.704165 | -0.581108 | 0.6984 | 0.7087 | 0.3365 | 4.731892 | 5.291217 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.115060 | -0.416475 | -0.888477 | -0.377784 | -0.940199 | -1.591991 | -1.059985 | -0.937586 | 0.6310 | 0.6438 | 0.3866 | 3.664456 | 3.852862 |
| 2459573 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.002958 | -0.330422 | -0.462195 | 0.343495 | -1.209040 | 0.105578 | -0.809531 | -0.517782 | 0.6273 | 0.6400 | 0.3850 | 3.552082 | 3.793703 |
| 2459572 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.314171 | -0.480201 | -0.687140 | -0.141355 | -1.048794 | -0.306904 | -0.434872 | -0.467128 | 0.6281 | 0.6399 | 0.3835 | 4.531993 | 4.885048 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.085125 | -0.459679 | -0.719715 | -0.546890 | 2.428734 | 3.064064 | 0.171113 | 1.075234 | 0.7101 | 0.7230 | 0.2487 | 4.407440 | 4.293565 |
| 2459566 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.155194 | -0.709790 | -0.671851 | -0.210872 | -1.387639 | -0.323034 | -0.722945 | -0.881543 | 0.6254 | 0.6390 | 0.3906 | 3.328852 | 3.519432 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 1.059218 | 1.059218 | 0.968690 | 0.968690 | -0.627210 | -0.627210 | -0.758470 | -0.758470 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459563 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.017638 | -0.784025 | -0.182099 | 0.875692 | -1.390805 | 1.302951 | -0.309265 | -0.483192 | 0.6311 | 0.6404 | 0.3851 | 3.545926 | 3.765083 |
| 2459562 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.807526 | -0.966501 | -0.469882 | -0.685399 | 0.102364 | 0.374739 | -0.016179 | -0.258756 | 0.6316 | 0.6450 | 0.3869 | 3.256575 | 3.164381 |
| 2459561 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.528440 | -0.567427 | -0.578472 | -0.757058 | -0.003372 | 0.719607 | 0.415261 | -0.196440 | 0.6354 | 0.6538 | 0.3862 | 2.839785 | 2.993002 |
| 2459560 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.323693 | -0.727095 | -0.398040 | -0.825283 | 0.399855 | 0.874948 | 1.185295 | -0.114487 | 0.6322 | 0.6454 | 0.3904 | 3.009518 | 2.966976 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.823533 | -1.172684 | -0.584969 | -1.023520 | 0.294454 | 0.739625 | 0.670333 | -0.351095 | 0.6343 | 0.6488 | 0.3791 | 3.488463 | 3.351432 |
| 2459558 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.223100 | -0.537928 | -0.233435 | -0.166869 | -1.408257 | 0.655904 | 0.545834 | -0.349395 | 0.6385 | 0.6497 | 0.3866 | 3.124313 | 3.253296 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0295 | 0.0704 | 0.0035 | nan | nan |
| 2459556 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.120081 | -0.548961 | -0.162997 | -0.250924 | -0.946137 | 0.964300 | 0.352006 | -0.244465 | 0.6313 | 0.6442 | 0.3903 | 3.050235 | 3.250688 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6394 | 0.6513 | 0.3955 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6142 | 0.6502 | 0.3958 | nan | nan |
| 2459552 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.651398 | -0.158334 | 0.030561 | 0.955762 | 9.200008 | -1.361311 | 0.085351 | -0.247737 | 0.6186 | 0.6531 | 0.3949 | 8.069767 | 10.065643 |
| 2459551 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.540313 | -0.665446 | -0.652768 | -0.868476 | 0.245222 | 0.603752 | -0.099925 | -0.360322 | 0.6296 | 0.6453 | 0.3917 | 4.013390 | 3.623340 |
| 2459550 | RF_maintenance | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0420 | 0.0643 | 0.0029 | nan | nan |
| 2459549 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.211300 | -0.408802 | -0.601657 | -0.331231 | -1.044291 | 0.424268 | 0.071506 | -0.714254 | 0.6333 | 0.6511 | 0.4011 | 2.980428 | 3.125021 |
| 2459542 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.199241 | -0.174605 | -0.747427 | 0.424147 | -0.751860 | 0.000106 | -0.792081 | -0.845325 | 0.7023 | 0.7126 | 0.3585 | 3.309204 | 3.317223 |
| 2459541 | RF_maintenance | 0.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 1.301941 | 0.012751 | 0.054062 | 0.061934 | 0.112254 | 0.135706 | -0.042076 | 0.900391 | 0.6884 | 0.6994 | 0.3359 | 3.788793 | 4.032033 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.251618 | -0.046322 | -0.684320 | -0.379760 | -0.819587 | 0.684480 | -0.264228 | -0.077757 | 0.7017 | 0.7050 | 0.3486 | 3.076939 | 3.200336 |
| 2459536 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.280701 | -0.074076 | 0.014732 | 1.151890 | -0.810334 | -0.410058 | -0.903549 | -1.126190 | 0.0802 | 0.0955 | 0.0187 | 0.000000 | 0.000000 |
| 2459535 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.084614 | -0.379376 | -0.463687 | -0.417320 | -0.665771 | -0.619681 | -0.063204 | -0.293590 | 0.0934 | 0.0851 | 0.0201 | 0.971130 | 0.979143 |
| 2459534 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.416398 | -0.342275 | -0.371730 | -0.346886 | -0.360755 | -0.249642 | 0.316916 | -0.273107 | 0.0924 | 0.0841 | 0.0190 | 3.430905 | 4.115405 |
| 2459533 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.790822 | 0.250311 | -0.321769 | -0.341226 | -1.096382 | 1.148433 | -0.752328 | -0.133445 | 0.0901 | 0.0936 | 0.0218 | -0.000000 | -0.000000 |
| 2459532 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.388512 | 0.051798 | -0.139075 | -0.130965 | -1.377926 | 0.731082 | -0.761334 | -0.644495 | 0.0882 | 0.0885 | 0.0190 | -0.000000 | -0.000000 |
| 2459530 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.337622 | -0.505707 | -0.445542 | -0.660463 | 0.212798 | 0.505028 | 0.049927 | -0.192988 | 0.0956 | 0.0992 | 0.0227 | 17.408057 | 25.889986 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.216858 | -0.358609 | -0.581310 | -0.095990 | -1.236750 | 1.020201 | 0.009566 | -0.612635 | 0.9066 | 0.9337 | 0.3188 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.942277 | 0.211684 | -1.029310 | 0.868103 | -0.410049 | 2.093698 | -0.524125 | -0.705305 | nan | nan | nan | 7.196464 | 7.636719 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.930316 | 0.726766 | -0.464520 | 0.900924 | -0.697216 | 4.695337 | -0.017705 | -0.584745 | 0.6066 | 0.6870 | 0.4196 | 0.000000 | 0.000000 |
| 2459513 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.010634 | 0.412225 | -0.829612 | -0.678874 | 0.201975 | 0.259648 | -0.665661 | -0.676614 | 0.0427 | 0.0645 | 0.0046 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.580257 | -0.016476 | -0.762794 | 0.421823 | -0.254146 | -0.151870 | -0.418629 | -0.266083 | 0.9009 | 0.9521 | 0.2043 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.151003 | -0.019185 | 0.099112 | -0.679698 | -1.447456 | 0.935706 | -0.639939 | -0.466877 | 0.8779 | 0.8587 | 0.2014 | 10.468258 | 16.117977 |
| 2459503 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.028906 | 0.109107 | 0.232668 | -0.830049 | -0.637558 | -0.844215 | -0.861267 | -0.232807 | 0.8543 | 0.8495 | 0.4751 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.296527 | 0.486523 | 0.287743 | -0.462757 | -0.547444 | 1.162441 | -0.444697 | -0.777739 | 0.8513 | 0.8923 | 0.3888 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.302463 | 0.508451 | -0.313133 | -0.251821 | -0.275689 | -0.622462 | -0.659922 | -0.768690 | 0.8586 | 0.8867 | 0.3759 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.312952 | 0.416186 | -0.406726 | -0.314191 | -0.482344 | -0.657771 | -0.694431 | -0.815757 | 0.8791 | 0.9367 | 0.1821 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.350535 | 0.252111 | 0.000005 | -0.826455 | 0.212011 | -0.953616 | -0.747342 | -0.375115 | 0.8663 | 0.8872 | 0.4140 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.075526 | -0.034120 | 0.387747 | -1.012475 | 0.624721 | -0.420873 | -0.812084 | -0.490661 | 0.8844 | 0.9277 | 0.3406 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.545058 | -0.005379 | -0.050364 | -0.690274 | -0.061196 | -0.540979 | 0.334715 | 0.164812 | 0.8949 | 0.9041 | 0.3899 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.482610 | 0.044507 | -0.117974 | -0.817179 | -0.190443 | -0.499690 | 1.014971 | 0.743262 | 0.8905 | 0.8990 | 0.4266 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.462139 | 0.201568 | -0.315083 | -0.584772 | -0.184442 | -0.115378 | -0.830103 | -0.396661 | 0.8801 | 0.8907 | 0.4353 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.516140 | 0.511907 | 0.667625 | 0.775136 | -0.009928 | 1.480797 | -1.413178 | 0.164714 | 0.7385 | 0.8003 | 0.3329 | 9.543840 | 8.377855 |
| 2459491 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.324016 | 0.050396 | 0.935119 | 1.102794 | -0.345209 | 2.036527 | -1.194735 | -0.918526 | 0.7774 | 0.8149 | 0.2764 | 2.489094 | 2.364958 |
| 2459490 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.558865 | -0.135904 | 0.890188 | 1.928922 | -0.163687 | 1.332499 | -1.529513 | -0.835132 | 0.7304 | 0.7982 | 0.3853 | 6.355799 | 4.967911 |
| 2459489 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.760293 | 0.524854 | 0.591455 | 1.221260 | -0.082625 | 1.959272 | -0.689150 | -0.673642 | 0.7464 | 0.8027 | 0.3330 | 5.615862 | 4.328121 |
| 2459488 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.761229 | 0.483921 | 0.309391 | 1.032954 | -0.750564 | 1.754313 | -1.353131 | -0.710793 | 0.7466 | 0.8066 | 0.3650 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Power | 0.095020 | -0.678233 | -0.684933 | 0.095020 | -0.142142 | -0.302407 | -1.415126 | -0.496944 | -1.279703 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 2.363718 | -0.580569 | -0.370462 | -0.693843 | 2.363718 | 0.163777 | -0.013787 | -0.546344 | -1.370423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 2.087322 | -0.532177 | -0.463066 | 2.087322 | -0.031931 | 1.266404 | -0.026905 | -1.342956 | -0.057072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1.185448 | -0.252293 | -0.927249 | 1.129838 | 1.081304 | -0.899363 | 0.421925 | -2.332410 | 1.185448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 1.564454 | -0.399573 | -0.967584 | 1.564454 | 1.246737 | 0.169323 | 1.256995 | -1.304354 | 0.273880 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 1.164507 | -0.799339 | -0.603891 | 0.810105 | 1.164507 | 0.198856 | -0.417642 | -0.226909 | -1.583754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 2.083203 | -0.687544 | -0.815531 | 2.083203 | 0.244175 | 0.665221 | 0.409354 | -1.315716 | 0.890854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 6.942694 | -0.697669 | 0.560859 | 0.175203 | 6.942694 | 0.303299 | 4.894017 | 1.423096 | -1.378634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 0.098275 | -0.658270 | -0.901359 | 0.098275 | -0.930624 | -0.804780 | -0.623919 | -1.230301 | -0.400555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 0.084280 | -0.601505 | -0.885162 | 0.084280 | -0.382714 | -0.631028 | -0.801495 | -1.177120 | -0.807795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 16.378765 | 0.806875 | 1.428128 | 2.041535 | 1.419550 | 16.302356 | 16.378765 | -0.496083 | -0.699018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 0.090025 | -0.193630 | -0.992149 | 0.090025 | -0.647948 | -0.984711 | -0.719258 | -1.253059 | -0.789747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 0.460453 | -1.054520 | 0.460453 | -1.098703 | 0.398579 | 0.080444 | -0.749170 | -0.470774 | -1.452825 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.473175 | -0.278479 | -0.750163 | -0.851921 | 0.262949 | 1.473175 | -0.256129 | -0.536263 | 0.232448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 0.840922 | -1.044686 | -0.507939 | -0.168426 | -0.014260 | -1.145888 | 0.840922 | 0.100021 | -0.002460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Discontinuties | 0.976489 | -0.245760 | -0.912705 | -0.104596 | 0.037073 | 0.550619 | -0.210317 | 0.976489 | 0.146492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.614527 | 0.016322 | -0.977559 | -0.767567 | 0.640034 | 1.614527 | 0.372707 | 1.311583 | 0.376330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Variability | 0.575962 | -0.134612 | -1.042103 | -0.822240 | 0.300738 | 0.442000 | 0.575962 | -0.461535 | 0.000960 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.887308 | -0.853195 | -0.069859 | 0.026020 | -0.821176 | 0.558780 | 1.887308 | 0.407178 | -0.052614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.735889 | -0.946044 | -0.257196 | 0.081113 | -0.029626 | -0.714139 | 1.735889 | 0.298685 | 0.405505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.081824 | -0.247807 | -1.054953 | 0.040275 | 0.193360 | 1.081824 | 0.176892 | 0.153182 | 0.083494 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 3.474073 | 0.440858 | -0.617921 | -0.766411 | 0.493979 | 3.474073 | 1.792097 | -0.458255 | 0.210566 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 4.830233 | -0.494754 | 0.571577 | 0.373856 | -0.396834 | 0.392594 | 4.830233 | 0.551956 | 2.676860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 0.952172 | 0.302871 | -0.494624 | -0.427789 | 0.354829 | 0.952172 | 0.666305 | -0.356623 | 0.791828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Discontinuties | 2926.042844 | 55.189107 | 111.539613 | 138.168411 | 152.613770 | 128.030307 | 191.398835 | 2065.299470 | 2926.042844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 27.761513 | -0.961884 | 13.251300 | 0.196478 | 27.761513 | -0.210110 | 2.929038 | 0.593893 | 3.827411 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 39.417202 | 14.972379 | -0.642721 | 39.417202 | 0.289179 | 5.869229 | 0.179435 | 5.276825 | 0.068082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 37.720264 | -0.792945 | 22.594276 | 0.615078 | 37.720264 | 0.501644 | 8.181825 | 0.801963 | 3.966577 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 32.483820 | -0.324217 | 18.847661 | 0.443735 | 32.483820 | 1.339566 | 5.998638 | 2.109823 | 4.433514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 40.406901 | 25.674483 | 0.079581 | 40.406901 | 0.723500 | 7.018776 | 0.426131 | 4.915102 | 0.401336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 92.308904 | -0.653002 | 29.449993 | 2.262691 | 92.308904 | 1.621821 | 18.461460 | 1.738743 | 5.562094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 94.782436 | -0.890092 | 32.265641 | 0.659948 | 94.782436 | 1.014962 | 26.003905 | 2.739562 | 4.435156 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 39.986859 | -0.663928 | 23.982710 | 0.771627 | 39.986859 | 1.037511 | 5.168981 | 0.414254 | 5.739758 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 51.058696 | -0.558966 | 22.720032 | 0.747284 | 51.058696 | 2.192876 | 9.693834 | 0.443477 | 5.942777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 13.243201 | 0.313872 | 13.243201 | 0.049080 | 7.118214 | -0.792134 | -0.097350 | -0.154291 | 4.067425 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | Not Found | nn Temporal Discontinuties | 1118.755399 | 67.993894 | 49.779659 | 69.764331 | 57.859589 | 155.723014 | 135.788477 | 1118.755399 | 798.342326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1174.469406 | 74.910583 | 57.720380 | 63.306987 | 68.594380 | 55.935792 | 82.510855 | 797.368567 | 1174.469406 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 2000.131685 | 30.931788 | 39.381856 | 45.601385 | 41.667622 | 95.633475 | 105.970920 | 2000.131685 | 1502.761006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1250.554559 | 63.661521 | 99.867450 | 263.002505 | 268.141532 | 42.579983 | 37.522073 | 1250.554559 | 1067.274844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1183.827608 | 32.158780 | 48.822567 | 58.670339 | 63.815067 | 250.867832 | 288.065400 | 1183.827608 | 1175.285122 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1386.567877 | 75.555445 | 62.820810 | 61.448831 | 77.649334 | 330.327057 | 510.242302 | 851.725922 | 1386.567877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 17.931331 | 0.965303 | 17.931331 | 1.506512 | 15.013546 | -0.646530 | 1.212230 | 0.269845 | 5.020817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 110.433326 | -0.094236 | 26.248390 | 1.524033 | 110.433326 | 1.153853 | 23.770075 | 0.257431 | 8.701361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 44.279545 | 17.528232 | -0.888127 | 44.279545 | -0.025568 | 7.278331 | 0.097091 | 5.250911 | -0.104084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 14.367895 | 14.367895 | 0.338216 | 6.864064 | -0.004229 | 0.487696 | -1.324546 | 2.365841 | -0.100826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 12.924537 | 12.924537 | 0.286340 | 6.931141 | -0.111338 | 0.948494 | -0.441747 | 2.529133 | -0.037848 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 17.115905 | 17.115905 | 0.764136 | 7.961962 | 0.034694 | 0.484834 | -0.803833 | 3.346296 | -0.384367 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 85.717072 | 30.279575 | -0.220295 | 85.717072 | 0.815444 | 35.024093 | 1.360132 | 5.887022 | 0.078269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 12.916006 | 0.557774 | 12.916006 | -0.013987 | 7.044096 | -1.048910 | 1.242568 | -0.218602 | 2.523494 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 8.728471 | 8.728471 | 0.565195 | 5.391672 | 0.040383 | 0.940269 | -1.155116 | 3.258937 | -0.254583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 12.585604 | 12.585604 | 0.733059 | 6.789705 | 0.257422 | 1.775651 | -0.714820 | 3.894627 | -0.160062 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 10.201872 | 10.201872 | 0.637005 | 5.965735 | -0.048589 | 1.032039 | -0.897033 | 1.661965 | -0.474484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Power | 116.417966 | -0.555955 | 37.065897 | 1.569499 | 116.417966 | 1.409995 | 21.172713 | 0.833780 | 12.709330 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.476291 | 0.547249 | -0.783037 | 0.234053 | -0.514668 | -1.114986 | 1.476291 | -0.584310 | -0.720073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | 0.463848 | -0.867586 | 0.463848 | -0.586963 | -0.085660 | -0.118297 | -1.093356 | -0.636261 | -0.598833 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | 0.403439 | 0.403439 | -0.785164 | 0.114226 | -0.199001 | -0.389360 | 0.033226 | -0.648876 | -0.463087 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.479184 | 0.471568 | -0.842996 | 0.008975 | -0.439959 | -0.532666 | 1.479184 | -0.476592 | -0.306421 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Power | 0.588046 | -1.175316 | -0.585106 | 0.588046 | -0.437472 | 0.426455 | -0.431110 | 0.171259 | -1.037250 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 1.614889 | -0.886499 | 0.632115 | -0.298496 | 0.237475 | 1.614889 | -0.084834 | -0.357592 | -0.541775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Power | 1.887874 | -0.614941 | -0.063059 | -0.926314 | 1.887874 | -0.051169 | 1.608213 | -1.248701 | -0.781040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 2.813159 | -0.172961 | -0.948176 | -0.815373 | -0.476342 | 1.956312 | 1.258084 | 2.369680 | 2.813159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 0.965148 | -0.111291 | -1.009596 | -0.774114 | -0.687444 | 0.965148 | -0.320633 | -0.709702 | -0.668603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 1.555578 | -0.782565 | 0.058809 | 0.765815 | -0.931134 | 1.204653 | -0.193125 | 1.555578 | -0.064877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | 0.717646 | 0.717646 | 0.692014 | -1.081156 | -1.059790 | -1.555869 | -1.445977 | -0.636845 | -0.050016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Variability | 0.069868 | -0.054349 | -0.914471 | -0.644053 | -0.631978 | 0.069868 | -0.924572 | -0.817138 | -0.596578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Power | 0.819955 | -0.831809 | 0.381504 | 0.049220 | 0.819955 | -0.202768 | -0.757284 | -0.591672 | -0.435434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Shape | 2.122867 | 2.122867 | 0.522473 | 0.425619 | -0.932166 | 1.336900 | 1.229745 | -0.028998 | -0.588542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Variability | 1.088676 | -0.348673 | 0.625789 | -0.784980 | 0.482250 | 0.452611 | 1.088676 | -0.063915 | 1.003676 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 14955.153213 | 4678.421764 | 4678.421764 | 4356.617150 | 4356.617150 | 3030.793768 | 3030.793768 | 14955.153213 | 14955.153213 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | nn Temporal Discontinuties | 3292.386944 | 847.265339 | 847.265339 | 759.875195 | 759.875195 | 825.738871 | 825.738871 | 3292.386944 | 3292.386944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 2229.304599 | 738.351918 | 738.351918 | 727.192407 | 727.192407 | 677.374559 | 677.374559 | 2229.304599 | 2229.304599 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | N10 | RF_maintenance | ee Temporal Discontinuties | 0.631762 | -0.053779 | -0.541843 | -0.580718 | 0.010128 | -0.504576 | 0.385273 | -0.806923 | 0.631762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Variability | 1.312577 | 1.043939 | -0.255064 | 0.861201 | -0.972107 | 1.312577 | 0.551419 | 1.282788 | -0.826510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Variability | 4.564003 | -0.123224 | -0.761259 | 0.998353 | -0.570904 | 4.564003 | 0.338928 | 0.104407 | -0.607826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.535014 | 0.321247 | -0.009229 | 0.374806 | -1.058980 | 0.793454 | 0.769101 | 1.535014 | 0.598395 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 4.964243 | 0.588427 | 0.200872 | 0.856923 | -0.854340 | 3.338122 | 4.037257 | 4.964243 | 1.970478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Shape | 1.478001 | 1.478001 | 1.143929 | 1.256357 | -0.656466 | 0.894815 | 0.157891 | 0.073426 | -0.378769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | nn Shape | 0.918942 | 0.918942 | 0.898487 | -0.661422 | 0.616349 | -0.136361 | -0.023138 | 0.608346 | 0.251373 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.777385 | -0.089492 | 0.650342 | -0.885722 | 0.549623 | 0.733307 | 0.000303 | 0.049123 | 1.777385 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.055716 | -0.094363 | 0.305810 | -0.782959 | 0.507685 | 0.606484 | 0.101417 | -0.080071 | 2.055716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Variability | 2.110111 | 0.337602 | 1.018294 | -0.784021 | 1.237287 | 0.552034 | 2.110111 | -0.651750 | -0.113987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Power | 0.484059 | 0.383450 | -0.171724 | 0.484059 | -0.811415 | 0.102946 | -0.804768 | -0.060698 | -0.234765 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.068477 | 0.259015 | 1.020961 | -0.637336 | 0.255804 | 0.958100 | 0.611372 | -0.083632 | 1.068477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Power | 1.064495 | 0.051481 | -0.233772 | 1.064495 | -0.732453 | 1.055600 | 0.036666 | -0.284081 | -0.811553 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.028127 | 0.328246 | 0.288574 | -0.828168 | 0.836775 | 0.500699 | 0.511103 | -0.159723 | 1.028127 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Power | 0.881549 | 0.082997 | 0.224139 | -0.528109 | 0.881549 | 0.031481 | 0.876142 | -0.971963 | -0.142971 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | nn Temporal Variability | 0.321875 | -0.245332 | -0.938875 | -0.594045 | 0.150066 | 0.321875 | -1.021908 | -0.403729 | -0.559555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Temporal Variability | 0.883552 | -0.399916 | -0.153260 | 0.850056 | -1.063501 | 0.883552 | -0.376135 | -0.026640 | -0.572619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | ee Power | 0.758033 | 0.181116 | -0.157396 | 0.758033 | -0.883605 | -0.426183 | 0.046344 | 0.261402 | -0.600319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | nn Shape | 1.414439 | 0.420426 | 1.414439 | 0.749917 | -0.155813 | 0.010042 | 0.019312 | -0.942363 | -0.688280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112 | 10 | RF_maintenance | nn Shape | 2.904799 | 2.904799 | -0.112891 | -0.704586 | 2.186861 | 0.600358 | 0.834431 | -0.770620 | 0.291063 |